
Informatics Engineering and Information Science, Part III
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Content
- Intro
- Title page
- Message from the Chair
- Preface
- Organization
- Table of Contents
- Neural Networks
- Improved Adaptive Neuro-Fuzzy Inference System for HIV/AIDS Time Series Prediction
- Introduction
- Model Used
- Moving Average (MA) Model
- Autoregressive Integrated Moving Average (ARIMA) Model
- Neural Network Model
- Adaptive Neuro-Fuzzy Inference System Model
- Performance Measures
- Data Used
- Methodology
- Experimental Results
- Moving Average Model
- ARIMA Model
- Neural Network Model
- ANFIS Model
- Comparison of Models
- Conclusion
- References
- Design of Experiment to Optimize the Architecture of Wavelet Neural Network for Forecasting the Tourist Arrivals in Indonesia
- Introduction
- Wavelet Neural Network
- Experimental Plan
- Results and Discussion
- Conclusion
- References
- A Review of Classification Approaches Using Support Vector Machine in Intrusion Detection
- Introduction
- Intrusion Detection System
- Support Vector Machines
- SVM Approaches to Intrusion Detection
- SVM Approach-1
- SVM Approach-2
- SVM Approach-3
- SVM Approach-4
- SVM Approach-5
- SVM Approach-6
- SVM Approach-7
- SVM Approach-8
- SVM Approach-9
- SVM Approach-10
- SVM Approach-11
- Discussion
- Conclusion and Future Suggestion
- References
- Hybrid ARIMA and Neural Network Model for Measurement Estimation in Energy-Efficient Wireless Sensor Networks
- Introduction
- Related Works
- Time Series Forecasting Models
- Autoregressive Integrated Moving Average Model
- Structure of Neural Network Model
- Proposed Method
- Simulation Results
- Conclusion
- References
- Social Networks
- Recycling Resource of Furnitures for Reproductive Design with Support of Internet Community:A Case Study of Resource and Knowledge Discovery Using Social Networks
- Introduction
- Schematic Procedure for Utilization of Social Networks
- Example of Real Production Process for Furnitures
- Schematic Procedure for Reproduction Using Social Networks
- Practical Example of Recycling Furniture
- Workflow of Practical Reproduction
- Explanation of Real Reproduction
- Modeling for Furniture Reproduction as Resource and Knowledge Recovery Using SNS
- Evaluation and Application for Reproduction of Furnitures Using Social Networks
- Evaluation for Reproduction of Furniture as Recycling Resources
- Trial Application of Reproducing Furnitures
- Conclusion
- References
- Towards an Understanding of Software Development Process Knowledge in Very Small Companies
- Introduction
- Background
- Very Small Entities (VSEs)
- Teams and Knowledge Management
- Teams Dynamics
- Research Study
- Study Findings and Discussion
- A Team Dynamics and Structure
- Communication
- Learning and Sharing
- Documentation
- KM Process and Commitment
- Conclusions
- References
- Grid Computing
- A New Model for Resource Discovery in Grid Environment
- Introduction
- Related Work
- Description of Proposed Model
- Performance Analysis
- Conclusion
- References
- Staggered Grid Computation of Fluid Flow with an Improved Discretisation of Finite Differencing
- Introduction
- Governing Equations
- Numerical Method
- Finite Differencing on a Staggered Grid
- Discretisation of the Momentum Equations
- Discretisation of the Continuity Equation
- Solution Algorithm
- Test Problem
- Lid-Driven Cavity Flow
- Developing Flow in a Rectangular Duct
- Backward-Facing Step Flow
- Conclusions
- References
- Biometric Technologies
- Leveraging Wireless Sensors and Smart Phones to Study Gait Variability
- Introduction
- Related Work
- Dual Task Tests
- Systems Employed to Analyze the Influence of Cognitive Load on Gait and Postural Control
- Spatio-Temporal Parameters Employed to Analyze the Effect of Cognitive Load on Gait
- Proposed Methodology
- Tests and Results
- Conclusions
- References
- Recognizing Individual Sib in the Case of Siblings with Gait Biometric
- Motivation
- The Data
- Methodology
- Cycle Extraction
- Linear Discriminant Analysis Classifier
- k-Nearest Neighbour Classifier
- Results and Discussions
- Experiment 1
- Experiment 2
- Experiment 3
- Conclusions and Future Work
- References
- Communications in Computer and Information Science: Diagnosis of Diabetes Using Intensified Fuzzy Verdict Mechanism
- Introduction
- Fuzzy Expert System for Diabetes Application
- Pima Indians Diabetes Database
- Architecture of the Fuzzy Expert System for Diabetes Application
- Data Preparation
- Fuzzification
- Intensified Fuzzy Verdict Mechanism
- Defuzzification
- Experimental Results
- Evaluation of System Performance
- Conclusions and Future Research
- References
- Networks
- An Implementation Scheme for Multidimensional Extendable Array Operations and Its Evaluation
- Introduction
- Related Works
- The Extendible Karnaugh Representation of Array
- The Extension Realization of the EKA Scheme
- Generalization to Higher Dimensions
- Operations on EKA
- Retrieval
- Range Key Retrieval
- Performance Results
- Retrieval Cost
- Extension Cost
- Conclusion
- References
- Evaluation of Network Performance with Packet Measuring: A Trial Approach of Performance Evaluation for University Campus Network
- Introduction
- Video Transmission System for Campus Network Environment
- Estimation for Packet Flow Amount
- Formulation of Packet Flow Amount
- One-to-One Communication Using Video Transmission System
- Inter-3 Point Areas Communication Using Video Transmission System
- Conclusion
- References
- Visualisation Support for the Protégé Ontology Competency Question Based Conceptual-Relationship Tracer
- Introduction
- Related Work
- Competency Question Based Conceptual-Relationship Tracer (CQ-CRT)
- Jambalaya Visualiser Plugin
- CQ-CRT Visualisation Tool Design and Integration
- Modifications to CQ-CRT Main
- Modifications to QueryPanelComponent
- Modifications to CQ-CRT Result Generator
- Modifications to QueryHelper
- Modifications to DataDisplayBridge
- Evaluation of the CQ-CRT Visualisation Tool
- Conclusion and Future Work
- References
- Empirical Study on Quality Requirements of Migration Metadata
- Introduction
- Related Work
- Preservation Metadata
- Quality Criteria to Trustworthy Preservation Systems
- Abstract Migration Procedures
- Replication
- Transformation
- Quality Requirements on Migration Metadata
- Description of the Questionnaire
- Analyzing the Survey Results
- Necessary Requirements?
- Complete Requirements?
- Discussion of the Validity of the Survey
- Why a Low Response Rate?
- Threats to the Validity of the Survey
- Conclusion
- References
- Workflow Engine Performance Evaluation by a Black-Box Approach
- Introduction
- Related Work
- Requirements
- Background
- Performance Testing
- KPI for Performance Testing of an IT Infrastructure
- Evaluating WfMS Performance
- Workflow Process Design
- Key Performance Indicators
- Experiment Design
- Data Collection
- Experiments and Results
- Tool Selection
- Experiment Implementation
- Analysis of the Results
- Conclusions and Future Work
- Future Research Direction
- References
- Third Order Accelerated Runge-Kutta Nystr¨om Method for Solving Second-Order Ordinary Differential Equations
- Introduction
- Construction of ARKN3 Method with Two Stages
- Order Conditions
- Analysis of the Method
- Numerical Examples
- Discussion and Conclusion
- References
- New Model for Shariah-Compliant Portfolio Optimization under Fuzzy Environment
- Introduction and Outline
- Fundamental Concepts
- Shariah-Compliant
- Portfolio Optimization
- Shariah-Compliant Portfolio Optimization
- Modeling Portfolio Compliance Strategies
- Shariah-Compliant Fuzzy Portfolio Optimization
- Fuzzy Portfolio Optimization
- Shariah-Compliant Fuzzy Portfolio Optimization Model
- Conclusion
- References
- The Four Point-EDGMSOR Iterative Method for Solution of 2D Helmholtz Equations
- Introduction
- The MSOR Iterative Method
- Formulation and Implementation of Four Point-EDGMSOR Iterative Method
- Numerical Experiments
- Conclusions and Future Research
- References
- Introducing Knowledge-Enrichment Techniques for Complex Event Processing
- Introduction
- Background
- Complex Event Processing
- Ontologies
- Related Work
- Enrichment Techniques and Their Benefits
- Rule Rewriting
- Input Rewriting
- Output Rewriting
- Incorporating Domain Knowledge
- Benefits
- Relevance
- Experimental Evaluation
- Experiment Design
- Hypotheses
- Results and Analysis
- Conclusion
- References
- An Algorithm to Improve Cell Loss and Cell Delay Rate in ATM Networks by Adopting Dynamic Spacer
- Introduction
- ATM and Current Methods of Traffic Control
- ATM
- Current Methods of Traffic Control
- The Current UPC Methods
- The Proposed UPC Algorithm
- Definition of UPC
- The Proposed Algorithm Adopting Dynamic Spacer
- Simulation and Analysis
- Conclusions
- References
- An Approximation Algorithm for the Achromatic Number of Hex Derived Networks
- Introduction
- Overview of the Paper
- Main Result
- Algorithm Achromatic $tK_4$ - chain
- Achromatic Number of Hex Derived Networks
- Conclusion
- References
- Hybrid Local Polynomial Wavelet Shrinkage for Stationary Correlated Data
- Introduction
- Hybrid Local Polynomial Wavelet Shrinkage
- Problems with Correlation
- Level Dependent Thresholding for LPWR
- Simulation Evaluation
- Setup
- Results and Discussion
- Conclusion
- References
- Low Complexity PSO-Based Multi-objective Algorithm for Delay-Constraint Applications
- Introduction
- Overview of Particle Swarm Optimization
- Multi-objective Decision Criteria Using PSO
- Simulation and Experimental Results
- Conclusions
- References
- Irregular Total Labeling of Butterfly and Benes Networks
- Introduction
- The Butterfly Network
- Main Results
- Algorithm tes(BF(r))
- The Benes Network
- Conclusion
- References
- A Process Model of KMS Adoption and Diffusion in Organization: An Exploratory Study
- Introduction
- Background on the Research Area
- Knowledge Management System
- IT Adoption Theories
- Methodology
- Participants
- The Study Design
- Data Collection
- Data Preparation
- Data Analysis
- Results and Discussions
- Conclusion
- References
- FMRI Brain Artifact Due to Normalization: A Study
- Introduction
- Image Preprocessing Steps for Brain Image Analysis
- Image Acquisition
- Spatial Normalization and Transformation
- Segmentation and Extraction
- Smoothing
- Statistical Analysis
- Normalization - As a Dragon Creating Disadvantages
- Results and Discussions
- Conclusion
- References
- Distributed and Parallel Computing
- A Parallel Abstract Machine for the RPC Calculus
- Introduction
- The RPC Calculus
- The SAM Abstract Machine
- The LSAM Abstract Machine
- Syntax of LSAM
- Operational Semantics of LSAM
- Translation of the RPC Calculus into LSAM
- Parallel Execution
- Conclusions
- Future Work
- References
- Optimization of Task Processing Schedules in Distributed Information Systems
- Introduction
- Previous Works
- Basic Concepts
- Evaluation of Integration Strategies
- Transformations of Task Processing Schedules
- Optimization of Task Processing Schedules
- Summary and Open Problems
- References
- On Rewriting of Planar 3-Regular Graphs
- Introduction
- Formulation
- Reachability
- Conclusion
- References
- An Intelligent Query Routing Mechanism for Distributed Service Discovery with IP-Layer Awareness
- Introduction
- Related Work
- Framework for IP-Layer Query Routing
- Layered Approach
- Registry Clustering
- Intelligent Query Routing Mechanism
- Analysis
- Simulation and Evaluation
- Conclusion and Future Work
- References
- A Comparative Study on Quorum-Based Replica Control Protocols for Grid Environment
- Introduction
- Quorum-Based Replica Control Protocols
- Read-One Write-All (ROWA)
- Voting Protocol
- Tree Quorum Protocol
- The Grid Structure (GS) Protocol
- Three Dimension Grid Structure (TDGS) Protocol
- Diagonal Replication on 2D Mesh Structure (DR2M)
- Arbitrary 2D Structured (A2DS) Protocol
- Comparative Analysis
- Comparisons of Strengths and Weaknesses
- Comparisons of Communication Cost
- Conclusion
- References
- A Methodology for Distributed Virtual Memory Improvement
- Introduction
- Design Methodology
- Simulation Results
- Conclusion and Future Work
- References
- Radio Antipodal Number of Certain Graphs
- Introduction
- The Radio Antipodal Number of Lobster
- The Radio Antipodal Number of Extended Mesh
- Conclusion
- References
- Induced Matching Partition of Sierpinski and Honeycomb Networks
- Introduction
- Main Results
- Honeycomb
- Honeycomb Torus
- Sierpinski Graphs
- Sierpinski Gasket Graphs
- Conclusion
- References
- PI Index of Mesh Structured Chemicals
- Introduction
- Meshes
- Torus
- Topological Properties of Honeycomb Meshes
- Conclusion
- References
- Enabling GPU Acceleration with Messaging Middleware
- Introduction
- Background and Related Work
- Architecture
- Application
- GPU-Based K-Means Clustering Accessed Using Request-Reply Messaging
- GPU-Based Filtering Using Publish-Subscribe Messaging
- Experimental Results
- Conclusion and Future Work
- References
- Wide Diameter of Generalized Fat Tree
- Introduction
- Main Results
- Wide Diameter
- Bisection Width
- Conclusion
- References
- Topological Properties of Sierpinski Gasket Pyramid Network
- Introduction and Background
- Sierpinski Graphs and Sierpinski Gasket Graphs
- Sierpinski Gasket Pyramid Network (SPn)
- Diameter, Chromatic Number and $K_4$-Decomposition
- Hamiltonian and Pancyclic Properties
- Conclusion
- References
- On the Crossing Number of Generalized Fat Trees
- Introduction
- Generalized Fat Trees
- Crossing Number for GFT(h,3,3)
- Proposed Representation for GFT(h,3,3)
- Crossing Number for NGFT(h,3,3)
- Comparison of Crossing Numbers
- Conclusion
- References
- Wireless Networks
- Relay Node Deployment for a Reliable and Energy Efficient Wireless Sensor Network
- Introduction
- Related Work
- Network Model
- Overview of the Scheme
- Gateway Node Deployment and Association
- Relay Node Deployment and Association
- End-to-End Communication
- Conclusion
- References
- Precise Multimodal Localization with Smart Phones
- Introduction
- Related Work
- Related Work in the Estimation of Kinematic Parameters through Accelerometry
- Related Work in the Integration of Computer Vision with Accelerometry
- State of the Art in Radio Fingerprinting
- Technical Details of Our Multimodal Approach
- Proposed Approach to Estimate Kinematic Parameters from Accelerometry
- Linking Computer Vision with Accelerometry through Kinetic Energy
- Radio Fingerprinting Approach
- Summary of Accuracy Results for the Multimodal Approach
- Conclusions
- References
- Analysis of the Influence of Location Update and Paging Costs Reduction Factors on the Total Location Management Costs
- Introduction
- Analytical Model
- Coefficients to Account for the Factors Affecting the LM Costs
- Consideration of the Costs in Monetary Units
- Conclusions
- References
- Data Compression Algorithms for Visual Information
- Introduction
- Related Work
- Entropy Coding
- Huffman Coding
- Simple Lossless Entropy Compression (LEC) Scheme [12]
- Proposed Compression Scheme
- Experiments and Results
- Conclusion
- References
- Cluster - Head Selection by Remaining Energy Consideration in a Wireless Sensor Network
- Introduction
- Related Works
- The Developed ResEn Algorithm
- Network Model
- Radio Energy Dissipation Model
- The Working Procedure
- Simulation and Results
- Conclusion
- References
- Bluetooth Inter-piconet Congestion Avoidance Protocol through Network Restructuring
- Introduction
- Related Work
- The Proposed Inter-piconet Congestion Avoidance (ICA) Protocol
- Performance Measurement
- Control Packet Overhead
- Network Delay
- Network Throughput
- Conclusion
- References
- Capacity Analysis of G.711 and G.729 Codec for VoIP over 802.11b WLANs
- Introduction
- Motivation of Work
- Related Works
- Simulation Methodology
- Simulation Results
- Conclusion
- References
- Design and Verification of a Self-organisation Algorithm for Sensor Networks
- Introduction
- Related Works
- Clustering Algorithm
- k-Density
- Clusters Formation
- Simulation
- HSL-2-AN Principle
- Comparative Study of CSOS and HSL-2-AN
- Implementation on a Wireless Sensors Network Platform
- Formal Verification
- Introduction
- LTL Model Checking
- Properties
- Interpretation and Verification Deduction
- Conclusion
- References
- Wireless Controller Area Network Using Token Frame Scheme
- Introduction
- CAN Protocol
- Wireless Controller Area Network
- WCAN Using RTS / CTS Scheme
- WCAN with RFMAC and WMAC Access Method
- Wireless Controller Area Network Using Token Frame
- WCAN Token Format
- WCAN Operation
- Timing
- WCAN Implementation
- Performance Evaluation of Simulated WCAN
- Conclusion
- References
- Low-Dropout Regulator in an Active RFID System Using Zigbee Standard with Non-beacon Mode
- Introduction
- Hardware Development
- Experimental Setup
- Results and Discussion
- Transmission Range
- Conclusion
- References
- Distributed, Energy-Efficient, Fault Tolerant, Weighted Clustering
- Introduction
- Related Work
- The Proposed Algorithm
- Assumptions
- Description of Proposed Algorithm
- Clustering Phase
- Weighting Coefficients
- Simulation
- Radio Model
- Performance Evaluation
- Conclusion
- References
- Location Estimation and Filtering of Wireless Nodes in an Open Environment
- Introduction
- Problem Statement
- Triangulation Implementation with Three Antennas for Location Estimation
- Location Filtering
- Average Based Filtering
- Experimental Results of Estimation and Filtering
- Terrain/Clutter Type: Rural (Low, Medium and High Dense)
- Terrain/Clutter Type: Urban (Low, Medium and High Dense)
- Terrain/Clutter Type: Plantation (Field, Low & Dense Forest)
- Terrain/Clutter Type: Highway/Motorway and Water Bodies
- Filtered Location Comparison with Actual Location
- Conclusion
- References
- Multichannel MAC Protocol with Discontiguous-OFDM for Cognitive Radio Networks
- Introduction
- Proposed MAC Protocol
- Simulation Results
- Conclusion
- References
- Adaptive Cell Management in a Femto-Cell System
- Introduction
- Cell Management in IEEE 802.16e Femto-Cell System
- Handover Process in IEEE 802.16e System
- Cell Management in IEEE802.16e Femto-Cell System
- Proposed Load Balanced Cell Management Method
- Proposed Cell Management in IEEE 802.16e Femto-Cell System
- Procedure of Access in IEEE 802.16e Femto-Cell System
- Simulation Results
- Conclusions
- References
- Feasibility of Electromagnetic Communication in Underwater Wireless Sensor Networks
- Introduction
- Disadvantages of Acoustic Signals
- Advantages of Underwater EM Communication
- Related Work
- Underwater EM Communication
- Loss Tangent
- Attenuation
- Velocity of Underwater EM Communication
- Simulation Results
- Loss Tangent of Underwater EM signals
- Attenuation
- Velocity
- Antenna Size in Underwater EM Communication
- Discussion
- Conclusion and Future Works
- References
- Communications in Computer and Information Science: Techniques on Relaying for LTE-Advanced Network
- Introduction
- Relay Types
- Multi-hop Relay Architectures
- Relaying Strategies
- Relay Transmission Schemes
- Relay Selection Pairing Schemes
- Parameters in Concern for Relay-Enhanced Network
- Performance Evaluation
- Extension to Relay Network and Its Open Issues
- Conclusion
- References
- Communications in Computer and Information Science: A New Scalable Anonymous Authentication Protocol for RFID
- Introduction
- Related Work
- Group One
- Group Two
- Requirements
- Privacy
- Security Requirements
- Performance
- Our Protocol
- Assumption
- Protocol Steps
- Database Operations
- De-synchronization Resilience
- Unique Identification
- Password Guessing Resilience
- Forward Untraceability
- Performance Analysis
- Tag Side
- Communication Overhead
- Back-end Server Side
- Conclusion
- References
- Inter-cell Interference Mitigation and Coordination in CoMP Systems
- Introduction
- Related Work
- Interference Avoiding Schemes
- Coordinated Scheduling/Beamforming (CS/CB)
- High Interference Indicator (HII) and Overload Indicator (OI) Mechanisms
- System Model
- ICI Problem
- Conventional Non-cooperative Scheme
- 2-Cell CoMP (JP)
- Results and Discussion
- ICI Analysis
- CoMP Performance
- Proposed ICIC Strategy
- Conclusion
- References
- Experimental Study of Sensing Performance Metrics for Cognitive Radio Network Using Software Defined Radio Platform
- Introduction
- Cognitive Radio Technology
- Spectrum Sensing Performance Metrics
- Measurement Setup
- Experimental Results
- Determining the Sensing Threshold
- Determining the Probability of False Alarm
- Determining the Probability of Detection
- Determining the Sensing Time
- Conclusion
- References
- Development of TelG Mote for Wireless Biomedical Sensor Network (WBSN) Application
- Introduction
- WBSN Mote Design Requirement
- Telg Mote Architecture
- Processor
- Wireless Transceiver
- Medical Sensor
- Power
- WiseOS Operating System
- Results
- WBSN Node Platform
- Low Power and Cost
- Reliability and Multi-hop
- Conclusion
- References
- Delay-Based Loss Discrimination Mechanism for Congestion Control in Wireless Ad-Hoc Network
- Introduction
- Related Work
- Proposed DBLD Scheme
- DBLD Design
- DBLD Implementation
- Accuracy of DBLD
- Efficiency of DBLD
- Performance Evaluation
- Network Environment Setup
- Performance Metrics
- Result and Discussion
- Conclusion and Future Works
- References
- Cooperative Communication and Cognitive Radio (CR) Technology in LTE-Advanced
- Introduction
- LTE-Advanced Key Technology Components
- Coordinated Multi-point Transmission (CoMP)
- Enhanced Multi-antenna Techniques
- Carrier Aggregation
- Relay
- CR Technology Implementation
- Cognitive Feature in LTE-Advanced Key Technology
- CR Secondary User (SU) Network
- Performance Assessment
- Conclusion
- References
- Erratum
- Communications in Computer and Information Science: A New Scalable Anonymous Authentication Protocol for RFID
- Author Index
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